Grant-Aware Billing for Shared Research Equipment

Incumbent lab management systems (iLab, StratosLIMS, FBS) focus on sample tracking and general scheduling but treat billing as an afterthought—facilities export CSV logs and manually map usage to grant codes in separate accounting software. None offer native grant-aware logic that applies NIH F&A rate schedules, NSF direct-cost rules, or industry contract terms at invoice generation time, leaving administrators to reconcile discrepancies during audits. This gap forces facilities to choose between expensive enterprise LIMS overkill or duct-taped spreadsheet workflows, with no mid-market solution purpose-built for cost-recovery compliance.

Start with a wedge product: a lightweight instrument scheduling calendar that auto-logs usage minutes and integrates with RFID card readers or instrument APIs (microscopes, sequencers, mass specs). First customers are 2–3 core facilities at mid-tier research universities frustrated with iLab's pricing or legacy systems' rigidity. Charge $200–$500/mo per instrument during beta, focusing on facilities running 5–15 shared tools. Once usage data flows reliably, layer on the grant-aware billing engine—templates for NIH Modular, NSF subaward, and industry contract formats—and upsell existing customers to $2K–$5K/mo. Expand by adding consumables tracking (reagent vending integration), technical support hour logging (Toggl-style timers for staff), and ERP connectors (Workday, Oracle Financials) to become the system of record for recharge centers. Long-term, build a marketplace for facility-to-facility service sharing (e.g., cryo-EM time brokerage) and take a transaction fee.

Federal research funding agencies have tightened cost-recovery audit requirements over the past five years, with NIH and NSF now requiring detailed usage logs and justification for F&A rates during grant renewals. The shift to hybrid and remote research during COVID exposed how fragile manual spreadsheet workflows are when staff turnover is high. Meanwhile, the installed base of legacy LIMS from the 2000s is aging out—facilities are finally budgeting for replacements as those systems lose vendor support. However, the search data reveals demand is still nascent: the tracked term 'core facility management software' dropped 76% YoY to just 30 searches/month, and all adjacent billing/compliance terms show no volume yet. This suggests the category is consolidating around incumbents or that buyers use internal procurement language rather than public search. The $17.79 CPC on the tracked term indicates vendors (likely iLab and StratosLIMS) are paying to capture the few active searchers, but the shrinking volume means you'll need to rely on direct outreach and conference presence rather than inbound SEO in year one.

The tracked keyword 'core facility management software' commands a $17.79 CPC at medium competition, proving vendors see value in capturing even the small pool of 30 monthly searchers—this is expensive B2B traffic where each click represents a facility director with budget authority. While all the specific billing and compliance terms ('recharge center billing,' 'grant compliance invoicing,' 'laboratory cost recovery') show no search volume yet, this reflects how niche and operationally embedded the pain is: facility managers don't Google for solutions—they complain in ABRF (Association of Biomolecular Resource Facilities) forums, at SLAS conferences, and in private Slack channels with peer institutions. The fact that adjacent pain points have zero public search volume but a mature competitor (iLab) charges $10K–$50K/year per facility confirms this is a known problem solved through direct sales and referrals, not inbound marketing. The opportunity lies in offering a modern, modular alternative at half the price with faster onboarding.